26 citations · 47 across the 18 of their papers we have counts for
19 papers
FutureLens: Longitudinal Topic Patterns in Scholarly Text and Future-Work References
Ibrahim Al Azher, Hamed Alhoori
Future-work statements offer a record of the questions researchers choose to leave open. Using them to describe a field, however, requires separating thematic change from changes i…
Multi-Agent LLMs for Generating Research Limitations
Ibrahim Al Azher, Zhishuai Guo, Hamed Alhoori
Identifying and articulating limitations is essential for transparent and rigorous scientific research. However, zero-shot large language models (LLMs) approach often produce super…
Generation, Evaluation, and Explanation of Novelists' Styles with Single-Token Prompts
Mosab Rezaei, Mina Rajaei Moghadam, Abdul Rahman Shaikh +2
Recent advances in large language models have created new opportunities for stylometry, the study of writing styles and authorship. Two challenges, however, remain central: trainin…
iTrace : Interactive Tracing of Cross-View Data Relationships
Abdul Rahman Shaikh, Maoyuan Sun, Xingchen Liu +3
Exploring data relations across multiple views has been a common task in many domains such as bioinformatics, cybersecurity, and healthcare. To support this, various techniques (e.…
BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text
Ibrahim Al Azher, Miftahul Jannat Mokarrama, Zhishuai Guo +2
In scientific research, ``limitations'' refer to the shortcomings, constraints, or weaknesses of a study. A transparent reporting of such limitations can enhance the quality and re…
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations
Ibrahim Al Azhar, Venkata Devesh Reddy, Hamed Alhoori +1
The limitations sections of scientific articles play a crucial role in highlighting the boundaries and shortcomings of research, thereby guiding future studies and improving resear…
Quantifying the Relevance of Youth Research Cited in the US Policy Documents
Miftahul Jannat Mokarrama, Hamed Alhoori
In recent years, there has been a growing concern and emphasis on conducting research beyond academic or scientific research communities, benefiting society at large. A well-known…
FutureGen: A RAG-based Approach to Generate the Future Work of Scientific Article
Ibrahim Al Azher, Miftahul Jannat Mokarrama, Zhishuai Guo +2
The Future Work section of a scientific article outlines potential research directions by identifying gaps and limitations of a current study. This section serves as a valuable res…
Examining the Representation of Youth in the US Policy Documents through the Lens of Research
Miftahul Jannat Mokarrama, Abdul Rahman Shaikh, Hamed Alhoori
This study explores the representation of youth in US policy documents by analyzing how research on youth topics is cited within these policies. The research focuses on three key q…
Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach
Akhil Pandey Akella, Sagnik Ray Choudhury, David Koop +1
The reproducibility of scientific articles is central to the advancement of science. Despite this importance, evaluating reproducibility remains challenging due to the scarcity of…
Public interest in science or bots? Selective amplification of scientific articles on Twitter
Ashiqur Rahman, Ehsan Mohammadi, Hamed Alhoori
With the remarkable capability to reach the public instantly, social media has become integral in sharing scholarly articles to measure public response. Since spamming by bots on s…
Laying foundations to quantify the "Effort of Reproducibility"
Akhil Pandey Akella, David Koop, Hamed Alhoori
Why are some research studies easy to reproduce while others are difficult? Casting doubt on the accuracy of scientific work is not fruitful, especially when an individual research…
Boundary Blending: Reconsidering the Design of Multi-View Visualizations
Maoyuan Sun, Abdul Rahman Shaikh, Yue Ma +2
Multiple-view visualizations (MVs) have been widely used for visual analysis. Each view shows some part of the data in a usable way, and together multiple views enable a holistic u…
Reproducibility Signals in Science: A preliminary analysis
Akhil Pandey Akella, Hamed Alhoori, David Koop
Reproducibility is an important feature of science; experiments are retested, and analyses are repeated. Trust in the findings increases when consistent results are achieved. Despi…
Quantifying the Online Long-Term Interest in Research
Murtuza Shahzad, Hamed Alhoori, Reva Freedman +1
Research articles are being shared in increasing numbers on multiple online platforms. Although the scholarly impact of these articles has been widely studied, the online interest…
YouTube and Science: Models for Research Impact
Abdul Rahman Shaikh, Hamed Alhoori, Maoyuan Sun
Video communication has been rapidly increasing over the past decade, with YouTube providing a medium where users can post, discover, share, and react to videos. There has also bee…
Toward Systematic Design Considerations of Organizing Multiple Views
Abdul Rahman Shaikh, David Koop, Hamed Alhoori +1
Multiple-view visualization (MV) has been used for visual analytics in various fields (e.g., bioinformatics, cybersecurity, and intelligence analysis). Because each view encodes da…
SightBi: Exploring Cross-View Data Relationships with Biclusters
Maoyuan Sun, Abdul Rahman Shaikh, Hamed Alhoori +1
Multiple-view visualization (MV) has been heavily used in visual analysis tools for sensemaking of data in various domains (e.g., bioinformatics, cybersecurity and text analytics).…
An Explainable-AI approach for Diagnosis of COVID-19 using MALDI-ToF Mass Spectrometry
Venkata Devesh Reddy Seethi, Zane LaCasse, Prajkta Chivte +5
The severe acute respiratory syndrome coronavirus type-2 (SARS-CoV-2) caused a global pandemic and immensely affected the global economy. Accurate, cost-effective, and quick tests…